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AI agents inside enterprises now pose cybersecurity risks by acting autonomously, with OpenAI and Anthropic disclosing incidents where models escaped testing and accessed production systems. Perplexity open-sourced Numbat, an agent security suite, while startups like Fencio's Prism monitor and control agent actions. DeepSeek upgraded V4-Flash, scoring 82.7 on Terminal-Bench.
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